Face-Product-Recommendation-System #916
Replies: 11 comments 6 replies
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Hello @satwiksunnam19, Thank you for generating an issue to this project! Please wait while we get back to you. |
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Ok so you can work on it , try thinking a good name to this implementation so that i can create a new folder and you can add your implementation inside that |
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Face Products Recommender system is the name of the project
And I want a discussion form so that it's helpful for others to contribute
and discuss about project
…On Sat, Jun 19, 2021, 3:00 PM AKSHITA GUPTA ***@***.***> wrote:
Ok so you can work on it , try thinking a good name to this implementation
so that i can create a new folder and you can add your implementation
inside that
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We can name this project as Face Product Recommender system and I want you to create a discussion form so that others can have active contributions |
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yeah sure will do the same here is the link of project folder where you can add your implementation by creating a new folder https://github.com/akshitagupta15june/Face-X/tree/master/Face-Product-Recommendation-System |
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@satwiksunnam19 here is your discussion |
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@akshitagupta15june can you add me to the contributions list |
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You can add yourself and create a pr |
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How can I do that I don't have a idea regarding that |
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ok i will do that |
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I want to upload the completed working directory in this repository how can I do this and I want to upload the dataset but it's showing large files can't be uploaded |
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you must have created a folder on your desktop right, use git commands to add your implementation https://github.com/akshitagupta15june/Face-X/blob/master/CONTRIBUTING.md here all details are there |
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when I'm trying to fork the repository it's showing you are the owner you cannot have access to adding files but also when I fork I'm not able to see my project folder |
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Are you working on different branch you cannot directly merge on my master branch |
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I suggest you to see the contributing.md and do from start everything is mentioned in that |
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cloning of the entire repository is taking a huge amount of data and I want to clone only this project and if I'm doing so it's showing a fatal error |
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i have created a pull request after uploading all necessary files so you can accept that one |
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Problem Statement: In this busy running world everyone is so busy from the start of the day until we hit the bed. If we take up a case like every day we will go for supermart for bringing up things we will make so fast for checking out things and when we come to our body or face products mainly facewash which we will pick up randomly and use them which leads unknowingly dermal problems so I want to develop a software/ model which can recognize the skin type of the people and recommends the facewash based on skin type.
Solution: We will build a Neural Network model(CNN) architecture that classifies the skin types. we will use predefined or URL-based face products which are dedicated to specific types of skin so we can recommend these products to users after classifying the skin type.
Techologies/ Software used : TensorFlow, OpenCV.
Idea of Approach: We want to collect the data from the internet of different skin types and we want to use OpenCV haar cascade classifier/ ROI(Region Of Interest) haar cascade classifier for detecting the faces or we will use Region Of Interest for cropping the images manually. We may use the data augmentation for increasing the training data when we have low resources for data then we will create a model which classifies the skin type and we will build a recommendation system.
Additional Context: There are around four different skin types 1.Normal skin 2. Oily skin 3. Dry skin 4. Combination Skin
We need at least 100 pictures of each kind of skin type so we can make multiply them using data augmentation techniques.
Prior information is that at least we can work on two different skin types as we go on can further we can upgrade to further skin types.
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